M Tech Dissertations: Recent submissions
Now showing items 221-240 of 923
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Light weight end to end pipeline for ingesting documents into UDR
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)The work describes here is to create an end to end data pipeline with open source tools and technologies available, we have used Nifi which is ETL (Extract, Transform and load) tool to ingest the data and transform it using ... -
Out of home advertising platform
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)Out Of Home advertising is about passing the particular message to consumers when they are at public places, commuting to work, or waiting at places(elevators or bus stops). Traditional OOH formats include billboards, ... -
Bayesian networks : Bayesian learning in neural networks and autoencoders
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)In traditional neural networks, we have fixed weights and biases that determine how input is transformed into an output. In a Bayesian Neural Network (BNN), all weights and biases have a probability distribution attached ... -
Acyclic edge colouring of subgraphs of hypercubes
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)Acyclic edge colouring is a very important combinatorial optimization problem, which many researchers are currently working on. Acyclic edge colouring is assignment of colours to vertices or edges of the graph such that, ... -
Exposure of MR physics throughout automation of test cases
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)The project aims at manual testing of requirements and automating it. Requirements are generated based on MR software. MR software is key to Magnetic Resonance Imaging (MRI) scanners, the medical device that make images ... -
Wind turbine management system
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)Wind turbine power generation quantity is increasing at a much faster rate day by day in the field of power systems. And wind turbine failures lead to crucial financial losses. Therefore, it is very important to apply ... -
Verification of multi-PHY SerDes IP
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)This report gives a brief explanation of PHY interfaces and its sub-modules. It gives an overview of PMA , PCS Raw and the sequence of PHY initialization. The role of SerDes with its main components is elaborated to ... -
Avatar retargeting
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)Human Motion analysis has variety of applications including animation and content creation. In order to extract human motion and apply it to other character with different body structure and limb sizes, we require to have ... -
Applications of deep-learning at digital communication receiver
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)Modulation and demodulation are fundamental modules for communication systems. The modulation techniques — Offset QPSK (OQPSK), p/2 BPSK, p/4 QPSK and GMSK — are frequently applied in the power-constrained wireless ... -
Remaining useful life prediction and bug triaging using machine learning techniques
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)In the field of engineering, it’s become important to understand machines and components of it, not only in terms of how they are performing currently but also how their performance degrades over time. Breakdown of a machine ... -
Augmenting dialogue generation using dialogue act embeddings: a transfer learning approach
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)The following work looks at contemporary end-to-end dialogue systems with the aim of improving dialogue generation in an open-domain setting. It provides an overview of popular literature in the domain of dialogue generation, ... -
Implementation of SMAP and sentinel microwave signal based algorithm for high resolution soil moisture
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)In this study, we retrieve high-resolution soil moisture (SM) using an active-passive algorithm by merging Sentinel-1 C-band radar data with SMAP L-band radiometer measurements. Soil moisture is helpful in agricultural, ... -
Image captioning using xception
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)The main aim of the project was to create a model that generates the captions. The captions must be syntactically correct and semantically true. Also the goal was to create a new model that can achieve outstanding results ... -
Data warehousing and analytics for chatbot
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)For businesses it has become mandatory to solve the issues and problems that the customers are facing to ensure the customer loyalty. Man has always looked to take help of machines to remove human intervention and once ... -
Design of leaf cell layouts for memory compiler
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)Digital layouts are designed in such a way that it should have minimum area and hence lesser delay.On the contrary analog layouts are made using best matching technique so as to provide same environment to each transistors.In ... -
Experiment-based approach to understand delay tolerant network
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)Dissemination of information in challenged environments such as place with nonavailability of cellular services, post-disaster situations, remote place, disruption min network is often a difficult task. This is due to lack ... -
DCA : (Data capturing application)
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)Imagine an institute with thirteen departments functioning under it. Now imagine most of these departments functioning with their own methodology, and most of them using their own software system. Can you think of a scenario ... -
Multi-crop classi cation using hyperspectral data: comparison of classical machine learning and convolutional neural network techniques
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)Hyperspectral remote sensing is one of the most exciting elds of remote sensing with the enormous size of data due to high spectral resolution. Hyperspectral data has both spatial and spectral components making a datacube ... -
Emerging On-Chip interconnects for futuristic integrated circuit design
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)Performance of VLSI technology is strongly influenced by interconnect delay. Scaling of ICs leads to many signal integrity issues. The demand for high speed, low power and compact chip size have led on-chip interconnects ... -
ECG-PPG device for real time detection of various cardiovascular diseases
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)The mortality rate in men and women around the world is increasing every year due to Cardiovascular diseases (CVD). Patients having high probability of cardiac abnormalities have to get it identified as early as possible ...